arXiv stat.ML
· Papers
Causal ASCEND: Scalable Two-tier Causal Discovery on High Dimensional Multi-omics Data
arXiv:2607.04527v1 Announce Type: new Abstract: Biological systems exhibit a hierarchical structure, characterised by directed flow from upstream regulators to downstream effects. Although this ordering provides a natural scaffold for causal inference, most causal discovery and GRN methods either ignore the tiered orga